Eric Zair's repositories
Reddit-Sentiment-Analysis
Built an object for analyzing the negativity and positivity level of a given subreddit submission or entire subreddit. The object is built with the intent that it can be used for multiple different projects. Database contains all submissions and there is a script to add to it.
Autograding-System
Web application (using django, docker, bootstrap, gradle, etc...) that compares student submitted assignments to test cases and produces the success rate.
Average-Statistics-GUI
Contains Average.exe, a program that calculate mean, median, and mode using C# and microsoft .net framework to make a gui
Bank-Account-Mongo-Fun
Just having fun testing out the mongodb C++ api. Using bank account records as an example.
Beat-Saber-Song-Scrapper
A quick way to download beatsaber custom songs.
Chocolate-Rating-Prediction
Predicting the rating 1.0 - 5.0 of a given chocolate bar, based off of X features.
CNN-Number-Classification
0 - 9 number classification on the MNIST dataset using a custom trained CNN
Terminal
My own implimentation of a Linux Shell.
Weather-Data-Binomial-Clasisfication
Running logistic regression on weather data in order to classify that a day will snow or not snow.
Covid-19-Data-Analysis
Data Analysis done on a dataset containing columns about covid-19 cases over the course of time.
Crytrography-Ciphers
This repository contains a bunch of different class files for different cryptographic ciphers.
Database-Project
Database project. Contains a website that links to a local server. A game made in UE4 also connects to database.
DataStructures
This is a collection of Data Structures that I created.
Detecting-Prostate-Cancer
Repo containing code on creating a dataset for detecting prostate cancer.
Iris-Species-Classification
Code for classifying the species of an iris flower using KNN supervised machine learning.
Linear-Regression-Practice
Practice linear regression from scratch and then using Turicreate.
Lists-and-Strings
Exercises in problem solving focusing on lists and strings.
Logistic-Regression-Classification
Classification using logistic regression on Amazon data. (check out py notebook file for details).
Machine-Learing-Practice
This will contain a few seperate machine learning programs. Each program will for the purpose of practice and nothing more.
Multiple-Linear-Regression
My own implementation of multiple linear regression from scratch (using numpy).
Pokemon-Gen1-Image-Classification
Producing a Convolutional Neural Network for classifying the first 150 pokemon.
Pytorch-Binary-Weather-Classification
Construct a feed forward NN to simulate logistic regression on a weather dataset. We determine if it is going to rain or not. Currently the model performs with 100% accuracy.
Recipe-Scraper
Scrape online recipes that I may want to use later.
Ridge-Lasso-Regularization
Example and statistics of running Ridge/Lasso regression. (No need for readme, I use pynotebooks).
Scheme-Token-Word-Displayer
Display the content of a scheme program with the comments stripped out.
Shapes
Collection of classes that are used to calculate area and perimeter of shape
Token-Word-Counter
Find all "words" in a given file and displays then in sorted order. Definition of a "word" is in readme.
This is repository will contain a collection of programs using the twitter api "tweepy"